Xiaoyu Mo

Xiaoyu_Bio.png

Welcome to Xiaoyu's homepage!

News

Selected Publications

Google Scholar Page
  1. Xiaoyu Mo, Zhiyu Huang, Yang Xing and Chen Lv.
    "Multi-Agent Trajectory Prediction With Heterogeneous Edge-Enhanced Graph Attention Network."
    IEEE Transactions on Intelligent Transportation Systems, doi: 10.1109/TITS.2022.3146300.
  2. Xiaoyu Mo, Zhiyu Huang, and Chen Lv.
    "Stochastic Multi-Modal Interaction Prediction For Urban Driving."
    the 25th IEEE International Conference on Intelligent Transportation Systems Conference (ITSC), Macau, China, 2022.
  3. Xiaoyu Mo, Yang Xing, and Chen Lv.
    "Graph and Recurrent Neural Network-based Vehicle Trajectory Prediction For Highway Driving."
    2021, the 24th IEEE International Intelligent Transportation Systems Conference (ITSC). IEEE, Indianapolis, USA, 2021.
  4. Xiaoyu, Mo, Yang Xing, and Chen Lv.
    "Interaction-aware trajectory prediction of connected vehicles using cnn-lstm networks."
    IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society. IEEE, 2020.
  5. Xiaoyu, Mo, Zhiyong Chen, and Hai-Tao Zhang.
    "Effects of adding a reverse edge across a stem in a directed acyclic graph."
    Automatica 103 (2019): 254-260.
  6. Hai-Tao, Zhang, Zhiyong Chen, and Xiaoyu Mo*.
    "Effect of adding edges to consensus networks with directed acyclic graphs."
    IEEE Transactions on Automatic Control 62.9 (2017): 4891-4897.

Honors

  1. Championship of Waymo Open Dataset Interaction Prediction Challenge at CVPR 2021
  2. 2nd Place of Waymo Open Dataset Motion Prediction Challenge at CVPR 2021
  3. Championship of INTERPRET Challenge at NeurIPS 2020

Media

  1. NTU traffic prediction technology bags prizes at Waymo autonomous driving competition (The Straits Times)
  2. 谷歌自动驾驶汽车比赛 南大机器人团队获两项大奖 (联合早报,新加坡) (Zaobao, SG)
  3. Twin win at Google’s Waymo autonomous driving competition (NTU News)
  4. Championship of INTERPRET Challenge at NeurIPS 2020 (MAE NTU News)

Presentations

  1. Winner talks of Waymo Open Dataset Interaction Prediction Challenge, CVPR 2021
  2. Winner talks of INTERPRET challenge, NeurIPS 2020 (from 00:09:20)